SOTAVerified

Binary Classification

Papers

Showing 831840 of 2574 papers

TitleStatusHype
Leveraging Uncertainty Estimates To Improve Classifier Performance0
Explicit Change Relation Learning for Change Detection in VHR Remote Sensing ImagesCode0
Training A Multi-stage Deep Classifier with Feedback Signals0
Reframing Audience Expansion through the Lens of Probability Density EstimationCode0
The AeroSonicDB (YPAD-0523) Dataset for Acoustic Detection and Classification of AircraftCode0
Regression with Cost-based Rejection0
Obtaining Explainable Classification Models using Distributionally Robust Optimization0
Regularized Linear Regression for Binary Classification0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline0
Assessing Upper Limb Motor Function in the Immediate Post-Stroke Perioud Using Accelerometry0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified